Talks
Presentations
Latent Preference Reasoning
Latent Preference Reasoning for Multi-Session Personalized Tool-Calling
Transforming machine translation
Transforming machine translation: a deep learning system reaches news translation quality comparable to human professionals
NLP-side eXplainable AI
AI ์ค๊ณ ๋ฐ ๊ฐ๋ฐ๊ณผ ๋ฒ์ ์ด์(5) AI์ ์ค๋ฆฌ ๊ตญ๋ด์ธ AI ์ค๋ฆฌ ๊ฐ๋ฐ ๋ํฅ
LLaMA PRO vs. SOLAR 10.7B
LLaMA PRO : Progressive LLaMA with Block Expansion
SOLAR 10.7B : Scaling Language Models with Simple yet Effective Depth Up-Scaling
Alignment Learning and Overoptimization
Scaling Laws for Reward Model Overoptimization
ํ๊ตญ์ด ๋ฐํ์ ๋ค์ค ์๋ ๊ฐ์ง ์ฐ๊ตฌ
KCC2024 #1 KoBlendX
๋ค์ค ๋ ์ด๋ธ ๋ถ๋ฅ๋ฅผ ์ํ ํ๋กฌํํ ๊ณ ๋ํ
KCC2024 #2
์๋ฝ๊ณผ ์ํธ์ฐธ์กฐ๋ฅผ ๋ณด๊ฐํ ๋ค์ค ์๋ ๋ฐ์ดํฐ์
KCC2024 #3 BlendX v1.1
BlendX (LREC-COLING2024 ver.)
BlendX : Complex Multi-intent Detection with Blended Patterns
GRIT
Generative Representational Instruction Tuning
LLM์ Dialogue Capacity ํ๊ณ๋ฅผ ๊ทน๋ณตํ๊ธฐ ์ํ ์ค๋ฌด์ ์ธ ๋์ ์ฐ๊ตฌ
SKT; LLM์ ์ธ๋ถ ๊ตฌ์กฐ์ ๋ณด์๊ณผ ๋ด๋ถ ์ญ๋ ๊ฐํ
Transformers
Attention is All You Need
์ธ๊ณต์ง๋ฅ์ตํฉ๋ํ์ - ์ฐ๊ตฌ ์๊ฐ
Orca2
Orca2: Teaching Small Language Models How to Reason Orca: Progressive Learning from Complex Explanation Traces of GPT-4 The False Promise of Imitating Proprietary LLMs
GITW2023
GITW2023 @Tokyo
2023-Fall NLP (Undergraduate)
Week 15 Research in HYU NLP
Multi-Intent Detection: Wrap-Up Insights
Multi-Intent Detection
Multi-Persona Classification of Senior Care Conversation for Long-term Memory
์/๋ฐ์ฌ ์ฐ๊ตฌ ์ธํด ๊ณผ์ ๋ฐํํ
MLC (NLP-side)
Multi-Label Classification (NLP-side)
About Me (Portfolio)
About Yejin Yoon
